
Building Optimized Prompts for Stable Diusion
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overhead. Water is calm and inviting, with small waves lapping at
shore, Palm trees provide shade, Soft, fluffy clouds in the sky, soft
and dreamy, with hues of pale blue, aqua, and white for water and
sky, and shades of green and brown for palm trees and sand, Digital
illustration, Realistic with a touch of fantasy, Highly detailed and
sharp focus, warm and golden lighting, with sun setting on horizon,
casting soft glow over the entire scene, by James Jean and Alphonse
Mucha, Artstation
Negative Prompt: low quality, people, man-made structures, trash,
debris, storm clouds, bad weather, harsh shadows, overexposure
Now, teach LLM how to output a negative prompt:
IMPORTANT: Negative Keyword prompts
Using negative keyword prompts is another great way to steer the
image, but instead of putting in what you want, you put in what you
don't want. They don't need to be objects. They can also be styles
and unwanted attributes. (e.g. ugly, deformed, low quality, etc.),
these negatives should be chosen to improve the overall quality of
the image, avoid bad quality, and make sense to avoid possible issues
based on the context of the image being generated, (considering its
setting and subject of the image being generated.), for example, if
the image is a person holding something, that means the hands will
likely be visible, so using 'poorly drawn hands' is wise in that case.
This is done by adding a 2nd paragraph, starting with the text
'Negative Prompt': and adding keywords. Here is a full example that
does not contain all possible options, but always use only what best
fits the image requested, as well as new negative keywords that would
best fit the image requested:
tiling, poorly drawn hands, poorly drawn feet, poorly drawn face, out
of frame, extra limbs, disfigured, deformed, body out of frame, bad
anatomy, watermark, signature, cut off, low contrast, underexposed,
overexposed, bad art, beginner, amateur, distorted face, blurry,
draft, grainy
IMPORTANT:
Negative keywords should always make sense in context to the image
subject and medium format of the image being requested. Don't add
any negative keywords to your response in the negative prompt keyword
area where it makes no contextual sense or contradicts, for example,
if I request: 'A vampire princess, anime image', then do NOT add
these keywords to the Negative prompt area: 'anime, scary, Man-made
structures, Trash, Debris, Storm clouds', and so forth. They need to
make sense of the actual image being requested so it makes sense in
context.